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Paper Information

Journal:   INTERNATIONAL JOURNAL OF ENERGY AND ENVIRONMENTAL ENGINEERING   MARCH 2016 , Volume 7 , Number 1; Page(s) 13 To 25.
 
Paper: 

VERY ACCURATE PARAMETER ESTIMATION OF SINGLE- AND DOUBLE-DIODE SOLAR CELL MODELS USING A MODIFIED ARTIFICIAL BEE COLONY ALGORITHM

 
 
Author(s):  JAMADI MOHAMMAD, MERRIKH BAYAT FARSHAD, BIGDELI MEHDI*
 
* DEPARTMENT OF ELECTRICAL ENGINEERING, ZANJAN BRANCH, ISLAMIC AZAD UNIVERSITY, ZANJAN, IRAN
 
Abstract: 

This paper proposes an effective method for very accurate parameter estimation of single- and doublediode solar cell models. For this purpose, unknown parameters of model are estimated by minimization of an objective function using a new highly effective modified version of artificial bee colony (ABC) algorithm. The proposed algorithm is used for parameter estimation of single- and double-diode models and the results are compared, from different aspects, with recently developed related works (including those applied GA, CPSO, PS, SA, IGHS, ABSO, ABC, GGHS, and IADE for this purpose).
The proposed algorithm is also compared with other modified explanations of ABC algorithm. The results show that the proposed strategy is considerably faster and more accurate compared to all the previous studies.

 
Keyword(s): PARAMETER ESTIMATION, SOLAR CELL, SINGLE- AND DOUBLE-DIODE MODELS, MODIFIED ARTIFICIAL BEE COLONY (MABC) ALGORITHM
 
 
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+ Click to Cite.
APA: Copy

JAMADI, M., & MERRIKH BAYAT, F., & BIGDELI, M. (2016). VERY ACCURATE PARAMETER ESTIMATION OF SINGLE- AND DOUBLE-DIODE SOLAR CELL MODELS USING A MODIFIED ARTIFICIAL BEE COLONY ALGORITHM. INTERNATIONAL JOURNAL OF ENERGY AND ENVIRONMENTAL ENGINEERING, 7(1), 13-25. https://www.sid.ir/en/journal/ViewPaper.aspx?id=511402



Vancouver: Copy

JAMADI MOHAMMAD, MERRIKH BAYAT FARSHAD, BIGDELI MEHDI. VERY ACCURATE PARAMETER ESTIMATION OF SINGLE- AND DOUBLE-DIODE SOLAR CELL MODELS USING A MODIFIED ARTIFICIAL BEE COLONY ALGORITHM. INTERNATIONAL JOURNAL OF ENERGY AND ENVIRONMENTAL ENGINEERING. 2016 [cited 2021August02];7(1):13-25. Available from: https://www.sid.ir/en/journal/ViewPaper.aspx?id=511402



IEEE: Copy

JAMADI, M., MERRIKH BAYAT, F., BIGDELI, M., 2016. VERY ACCURATE PARAMETER ESTIMATION OF SINGLE- AND DOUBLE-DIODE SOLAR CELL MODELS USING A MODIFIED ARTIFICIAL BEE COLONY ALGORITHM. INTERNATIONAL JOURNAL OF ENERGY AND ENVIRONMENTAL ENGINEERING, [online] 7(1), pp.13-25. Available: https://www.sid.ir/en/journal/ViewPaper.aspx?id=511402.



 
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